Implement a Data Science and Machine Learning Solution for AI with Microsoft Fabric (DP-604)
Course Outline
This learning path explores the end-to-end data science process in Microsoft Fabric, from data exploration and preparation to machine learning model training and deployment. Learners gain hands-on experience using notebooks, Data Wrangler, MLflow, and Fabric-native tools to build, track, and operationalize machine learning solutions for AI-driven analytics.
Implement a Data Science and Machine Learning Solution for AI with Microsoft Fabric (DP-604) Benefits
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In this course, you will learn how to:
- Load and manage data in a Lakehouse within Microsoft Fabric.
- Utilize notebooks for comprehensive data exploration.
- Preprocess data using Microsoft Fabric's Data Wrangler for optimized model training.
- Train and manage machine learning models with MLflow, tracking experiments effectively.
- Generate batch predictions to apply AI in practical scenarios.
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Prerequisites
- Familiarity with basic data concepts and terminology.
DP-604 Course Outline
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